ArticlePloS one2023
Biomechanics of keratoconus: Two numerical studies.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
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Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it, 23 citations in OpenAlex.
- The candidate proteins associated with keratoconus: A meta-analysis and bioinformatic analysis.PloS one · 2024Pooled it
- Shape or size matters? Towards standard reporting of tensile testing parameters for human soft tissues: systematic review and finite element analysis.Frontiers in bioengineering and biotechnology · 2024Pooled it
- Clinical outcomes after implantation of a combination of intrastromal corneal ring segments in different optical zones in advanced keratoconus.Indian journal of ophthalmology · 2026Article
- Characteristics and Prediction Accuracy According to Corneal Stiffness in Suspected Keratoconus.Journal of clinical medicine · 2026Article
- Deep-stromal implantation of a double-crosslinked bioengineered porcine collagen implant (BPCDX) in advanced keratoconus: a 12-month study of corneal remodeling and visual outcomes.Scientific reports · 2026Article
- Enhancing the diagnostic precision of subclinical keratoconus by combining indices from Scheimpflug tomography, corneal biomechanics, and anterior segment optical coherence tomography.International journal of ophthalmology · 2026Article
- Regulation of corneal stromal cell behavior by modulating curvature using a hydraulically-controlled organ chip array.Nature communications · 2025Article
- Keratoconus diagnosis based on macro-micro corneal characteristics via optical coherence tomography.Biomedical optics express · 2025Article
- Waveform Score Influences the Outcome Metrics of the Ocular Response Analyzer in Patients with Keratoconus and in Healthy Controls.Current eye research · 2025Article
- Exosomes in Ocular Health: Recent Insights into Pathology, Diagnostic Applications and Therapeutic Functions.Biomedicines · 2025Review
- Unraveling the impact of laser refractive surgery on corneal ectasia: anFrontiers in bioengineering and biotechnology · 2025Article
- Biomechanics of soft biological tissues and organs, mechanobiology, homeostasis and modelling.Journal of the Royal Society, Interface · 2025Review
- Study of the Influence of Boundary Conditions on Corneal Deformation Based on the Finite Element Method of a Corneal Biomechanics Model.Biomimetics (Basel, Switzerland) · 2024Article
- Keratoconus cone location influences ocular biomechanical parameters measured by the Ocular Response Analyzer.Eye and vision (London, England) · 2024Article
- Opto-biomechanical simulation of keratoconus development in emmetropic eyes.Journal of optometryArticle
- Wharton's jelly-derived mesenchymal stem cells in keratoconus.Therapeutic advances in ophthalmologyReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe steep cornea in keratoconus can greatly impair eyesight. The etiology of keratoconus remains unclear but early injury that weakens the corneal stromal architecture has been implicated. To explore keratoconus mechanics, we conducted two numerical simulation studies.
methodsA finite-element model describing the five corneal layers and the heterogeneous mechanical behaviors of the ground substance and lamellar collagen-fiber architecture in the anterior and posterior stroma was developed using the Holzapfel-Gasser-Ogden constitutive model. The geometry was from a healthy subject. Its stroma was divided into anterior, middle, and posterior layers to assess the effect of changing regional mechanical parameters on corneal displacement and maximum principal stress under intraocular pressure. Specifically, the effect of softening an inferocentral corneal button, the collagen-based tissues throughout the whole cornea, or specific stromal layers in the button was examined. The effect of simply disorganizing the orthogonally-oriented posterior stromal fibers in the button was also assessed. The healthy cornea was also subjected to eye rubbing-like loading to identify the corneal layer(s) that experienced the most tensional stress.
resultsConical deformation and corneal thinning emerged when the corneal button or the mid-posterior stroma of the button underwent gradual softening or when the collagen fibers in the mid-posterior stroma of the button were dispersed. Softening the anterior layers of the button or the whole cornea did not evoke conical deformation. Button softening greatly increased and disrupted the stress on Bowman's membrane while mid-posterior stromal softening increased stress in the anterior layers. Eye rubbing profoundly stressed the deep posterior stroma while other layers were negligibly affected. DISCUSSION: These observations suggest that keratoconus could be initiated, at least partly, by mechanical instability/damage in the mid-posterior stroma that then imposes stress on the anterior layers. This may explain why subclinical keratoconus is marked by posterior but not anterior elevation on videokeratoscopy.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.